rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Artificial Neural Networks in Medicine and Biology
    sub title: Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13-16 May 2000
  name:
    name part: Malmgren, Helge
    name part: 1945-
    role:
      role term: creator
  name:
    name part: Borga, Magnus.
  name:
    name part: Niklasson, Lars.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: enk
    date issued: 2000
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (XII, 352 pages)
  abstract: This volume comprises a selection of papers presented at ANNIMAB-1, the first conference to focus specifically on the topics of ANNs in medicine and biology. It covers three main areas: The medical applications of ANNs, such as in diagnosis and outcome prediction, medical image analysis, and medical signal processing; The uses of ANNs in biology outside clinical medicine, such as in data analysis, in molecular biology, and in simulations of biological systems; The theoretical aspects of ANNs, examining recent developments in learning algorithms and the possible role of ANNs in the medical decision process. Summarising the state-of-the-art and analysing the relationship between ANN techniques and other available methods, it also points to possible future biological and medical uses of ANNs. Essential reading for all neural network theorists, it will also be of interest to biologists and physicians with an interest in modelling and advanced statistical techniques.
  table of contents: Invited Presentations -- Medical Image Analysis -- Signal Processing in Medicine -- Clinical Diagnosis and Medical Decision Support -- Biomolecular Applications and Biological Modelling -- Learning Methods and Hybrid Algorithms. The complete table of contents can be found on the Internet: http://www.springer.de.
  note: edited by Helge Malmgren, Magnus Borga, Lars Niklasson.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Medical records
    topic: Data processing
  subject:
    topic: Software engineering
  subject:
    topic: Artificial intelligence
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Statistics
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  subject:
    topic: Medical records
    topic: Data processing
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Software engineering
  subject:
    topic: Statistics
  classification: TK7874.6
  classification: 004.6
  related item:
    title info:
      title: Perspectives in neural computing
  identifier: 9781447105138 (electronic bk.)
  identifier: 1447105133 (electronic bk.)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260422164343.4
    record identifier: in00003545272
    language of cataloging:
      language term: eng